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Left unchecked, AI’s power and carbon footprint may grow to be a big concern. Can our AI techniques be far much less energy-hungry with out sacrificing efficiency?
04 Feb 2025
Artificial intelligence (AI) fashions require large computational energy, which in flip calls for great quantities of power. In his discuss, Roeland Nusselder, a pc scientist and the CEO of Plumerai, explores how the rising scale of AI fashions, corresponding to these utilized in machine studying and pure language processing, have gotten ever extra resource-intensive.
He goes on to point out how the speedy growth of AI applied sciences may probably overwhelm our present power infrastructure, except we make important improvements to scale back their power consumption. Left unchecked, the power and carbon footprint of AI may grow to be a big concern.
To counter this development, Mr Nusselder introduces the idea of “tiny AI”, or AI techniques which might be optimized to be a lot smaller, extra environment friendly, and fewer energy-hungry with out sacrificing excessive efficiency. What precisely does tiny AI contain? Can the way forward for AI be powered by much less power? And how precisely can we be certain that AI continues to develop with out depleting the planet’s sources? These crucial questions and extra are tackled in Roeland Nusselder’s thought-provoking discuss.
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